{"id":"https://openalex.org/W4415538153","doi":"https://doi.org/10.1145/3746027.3754938","title":"AStF: Motion Style Tranfer via Adaptive Statistics Fusor","display_name":"AStF: Motion Style Tranfer via Adaptive Statistics Fusor","publication_year":2025,"publication_date":"2025-10-25","ids":{"openalex":"https://openalex.org/W4415538153","doi":"https://doi.org/10.1145/3746027.3754938"},"language":null,"primary_location":{"id":"doi:10.1145/3746027.3754938","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3746027.3754938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2511.04192","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044734606","display_name":"H. S. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hanmo Chen","raw_affiliation_strings":["Hangzhou Institute of Technology, Xidian University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0005-8849-1936","affiliations":[{"raw_affiliation_string":"Hangzhou Institute of Technology, Xidian University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075259144","display_name":"Chenghao Xu","orcid":"https://orcid.org/0000-0001-5888-0504"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenghao Xu","raw_affiliation_strings":["Xidian University, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0001-5888-0504","affiliations":[{"raw_affiliation_string":"Xidian University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087163038","display_name":"Jiexi Yan","orcid":"https://orcid.org/0000-0002-2544-3057"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiexi Yan","raw_affiliation_strings":["Xidian University, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-2544-3057","affiliations":[{"raw_affiliation_string":"Xidian University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015874725","display_name":"Cheng Deng","orcid":"https://orcid.org/0000-0003-2620-3247"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Deng","raw_affiliation_strings":["Xidian University, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0003-2620-3247","affiliations":[{"raw_affiliation_string":"Xidian University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044734606"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28722124,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5557","last_page":"5566"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.6043000221252441},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.4848000109195709},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.4496999979019165},{"id":"https://openalex.org/keywords/skewness","display_name":"Skewness","score":0.44510000944137573},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4146000146865845},{"id":"https://openalex.org/keywords/motion-analysis","display_name":"Motion analysis","score":0.38670000433921814},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.33070001006126404},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.3292999863624573}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.633899986743927},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.6043000221252441},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5325999855995178},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.4848000109195709},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4496999979019165},{"id":"https://openalex.org/C122342681","wikidata":"https://www.wikidata.org/wiki/Q330828","display_name":"Skewness","level":2,"score":0.44510000944137573},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4146000146865845},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40709999203681946},{"id":"https://openalex.org/C2777036941","wikidata":"https://www.wikidata.org/wiki/Q6917771","display_name":"Motion analysis","level":2,"score":0.38670000433921814},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.33070001006126404},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.3292999863624573},{"id":"https://openalex.org/C160343418","wikidata":"https://www.wikidata.org/wiki/Q185256","display_name":"Rigidity (electromagnetism)","level":2,"score":0.3188999891281128},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.3188000023365021},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.31839999556541443},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.31630000472068787},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.3005000054836273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28929999470710754},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.28619998693466187},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.26429998874664307},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.25870001316070557}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3746027.3754938","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3746027.3754938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2511.04192","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2511.04192","pdf_url":"https://arxiv.org/pdf/2511.04192","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2511.04192","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2511.04192","pdf_url":"https://arxiv.org/pdf/2511.04192","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6425816040","display_name":null,"funder_award_id":"8091B022149","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G665233408","display_name":null,"funder_award_id":"62302372","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7676987382","display_name":null,"funder_award_id":"2020JC-23","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G8180750726","display_name":null,"funder_award_id":"62132016, 62302372","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G986958842","display_name":null,"funder_award_id":"62132016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320336567","display_name":"Natural Science Basic Research Program of Shaanxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415538153.pdf","grobid_xml":"https://content.openalex.org/works/W4415538153.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2049077434","https://openalex.org/W2331128040","https://openalex.org/W2469134594","https://openalex.org/W2475287302","https://openalex.org/W2603777577","https://openalex.org/W2607626373","https://openalex.org/W3024902055","https://openalex.org/W3180400604","https://openalex.org/W3202767484","https://openalex.org/W3204107037","https://openalex.org/W4221045999","https://openalex.org/W4312933868","https://openalex.org/W4386065848","https://openalex.org/W4388505252","https://openalex.org/W4397288736","https://openalex.org/W4402727878","https://openalex.org/W4402754100","https://openalex.org/W4404965717"],"related_works":[],"abstract_inverted_index":{"Human":[0],"motion":[1,37,69,90,152],"style":[2,19,38,153],"transfer":[3,20],"allows":[4],"characters":[5],"to":[6,42,57,78],"appear":[7],"less":[8],"rigidity":[9],"and":[10,24,48,53,64,84,108,159],"more":[11,81,133],"realism":[12],"with":[13,119],"specific":[14],"style.":[15,91],"Traditional":[16],"arbitrary":[17],"image":[18],"typically":[21],"process":[22],"mean":[23,52],"variance":[25,54],"which":[26,101],"is":[27,55,77],"proved":[28],"effective.":[29],"Meanwhile,":[30],"similar":[31],"methods":[32],"have":[33],"been":[34],"adapted":[35],"for":[36],"transfer.":[39],"However,":[40],"due":[41],"the":[43,60,87,137],"fundamental":[44],"differences":[45],"between":[46],"images":[47],"motion,":[49],"relying":[50],"on":[51],"insufficient":[56],"fully":[58],"capture":[59],"complex":[61],"dynamic":[62,143],"patterns":[63,140],"spatiotemporal":[65,138],"coherence":[66],"properties":[67],"of":[68,89,103,136],"data.":[70],"Building":[71],"upon":[72],"this,":[73],"our":[74,115,145],"key":[75],"insight":[76],"bring":[79],"two":[80],"coefficient,":[82],"skewness":[83],"kurtosis,":[85],"into":[86],"analysis":[88],"Specifically,":[92],"we":[93],"propose":[94],"a":[95,120,132],"novel":[96],"Adaptive":[97],"Statistics":[98],"Fusor":[99],"(AStF)":[100],"consists":[102],"Style":[104],"Disentanglement":[105],"Module":[106],"(SDM)":[107],"High-Order":[109],"Multi-Statistics":[110],"Attention":[111],"(HOS-Attn).":[112],"We":[113],"trained":[114],"AStF":[116,147],"in":[117,142,151],"conjunction":[118],"Motion":[121],"Consistency":[122],"Regularization":[123],"(MCR)":[124],"discriminator.":[125],"Experimental":[126],"results":[127],"show":[128],"that,":[129],"by":[130],"providing":[131],"comprehensive":[134],"model":[135,160],"statistical":[139],"inherent":[141],"styles,":[144],"proposed":[146],"shows":[148],"proficiency":[149],"superiority":[150],"transfers":[154],"over":[155],"state-of-the-arts.":[156],"Our":[157],"code":[158],"are":[161],"available":[162],"at":[163],"https://github.com/CHMimilanlan/AStF.":[164]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-25T00:00:00"}
